Leveraging Machine Learning Techniques for Windows Ransomware Network Traffic Detection

27 July 2018

Papers citing "Leveraging Machine Learning Techniques for Windows Ransomware Network Traffic Detection"

12 / 12 papers shown

Title
On the Generalizability of Machine Learning-based Ransomware Detection in Block Storage Nicolas Reategui Roman Pletka Dionysios Diamantopoulos AAML 119 1 0 31 Dec 2024
Federated Learning Approach for Distributed Ransomware Analysis Aldin Vehabovic Hadi Zanddizari F. Shaikh Nasir Ghani Morteza Safaei Pour E. Bou-Harb J. Crichigno AAML 91 2 0 25 Jun 2023
Data-Centric Machine Learning Approach for Early Ransomware Detection and Attribution Aldin Vehabovic Hadi Zanddizari Nasir Ghani Farooq Shaikh E. Bou-Harb Morteza Safaei Pour J. Crichigno AAML 63 11 0 22 May 2023
Ransomware Detection and Classification Strategies Aldin Vehabovic Nasir Ghani E. Bou-Harb J. Crichigno Aysegul Yayimli 26 17 0 10 Apr 2023
A Comparative Performance Analysis of Explainable Machine Learning Models With And Without RFECV Feature Selection Technique Towards Ransomware Classification Rawshan Ara Mowri Madhuri Siddula Kaushik Roy AAML 21 2 0 09 Dec 2022
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks Jurijs Nazarovs Jack W. Stokes Melissa J. M. Turcotte Justin Carroll Itai Grady AAML 45 3 0 29 May 2022
A Method for Decrypting Data Infected with Hive Ransomware Giyoon Kim Soram Kim So-Jeong Kang Jongsung Kim 13 12 0 17 Feb 2022
Ransomware: Analysing the Impact on Windows Active Directory Domain Services Grant McDonald Pavlos Papadopoulos Nikolaos Pitropakis Jawad Ahmad William J. Buchanan 33 21 0 07 Feb 2022
A Survey on Ransomware: Evolution, Taxonomy, and Defense Solutions Harun Oz Ahmet Aris A. Levi A. S. Uluagac 73 197 0 11 Feb 2021
Towards resilient machine learning for ransomware detection Li-Wei Chen Chih-Yuan Yang Anindya Paul R. Sahita AAML 36 22 0 21 Dec 2018
Cyber Threat Intelligence : Challenges and Opportunities Mauro Conti Ali Dehghantanha T. Dargahi 30 100 0 03 Aug 2018
Leveraging Support Vector Machine for Opcode Density Based Detection of Crypto-Ransomware James Baldwin Ali Dehghantanha 47 48 0 27 Jul 2018